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I have my gaming pc running as ollama host when i need it (RX 6700XT with rocm doing the heavy lifting). PC idles at ~50W and draws up to 200W when generating an answer. It is plenty fast though.
My mini pc home server is running openwebui with access to this "ollama instance" but also OpenAIs api when i just need a quick answer and therefor don't turn on my pc.
I have the exact same gpu and tried that. But couldn't get ollama docker version (rocm) to work with the gpu. even changing the env variable to 10.30.1. (rocminfo reports gfx1031)
would you mind giving some instructions or a link?
If you're lucky you just set it to the wrong version, mine uses 10.3.0 (see below).
I tried running the docker container first as well but gave up since there are seperate versions for cuda and rocm which comes packaged with this as well and therefor gets unnecessary big.
I am running it on Fedora natively. I installed it with the setup script from the top of the docs:
curl -fsSL https://ollama.com/install.sh | shAfter that i created a service file (also stated in the linked docs) so that it starts at boot time (so i can just boot my pc and forget it without needing to login).
The crucial part for the GPU in question (RX 6700XT) was this line under the [service] section:
Environment="HSA_OVERRIDE_GFX_VERSION=10.3.0"As you stated, this sets the environment variable for rocm. Also to be able to reach it from outside of localhost (for my server):
Environment="OLLAMA_HOST=0.0.0.0"oh man... I'm such a dumb dumb .. didn't even try 10.3.0, now I did and the docker version works and is extremely fast, compared to a CPU... Thank you so much.
Glad i could help ;)
For me it was 0.0.0.0:11434